Title
Imputation Matters: A Deeper Look into an Overlooked Step in Longitudinal Health and Behavior Sensing Research Akshat Choube Rahul Majethia Sohini Bhattacharya V. D. Swain Jiachen Li Varun Mishra 56 0 0 08 Dec 2024
Explaining GPT-4's Schema of Depression Using Machine Behavior Analysis Adithya V Ganesan Vasudha Varadarajan Yash Kumar Lal Veerle C. Eijsbroek Katarina Kjell ... Elizabeth C. Stade J. Eichstaedt Ryan L. Boyd H. A. Schwartz Lucie Flek AI4MH 62 0 0 21 Nov 2024
A Systematic Review of NeurIPS Dataset Management Practices Yiwei Wu Leah Ajmani Shayne Longpre Hanlin Li 39 0 0 31 Oct 2024
MindGuard: Towards Accessible and Sitgma-free Mental Health First Aid via Edge LLM Sijie Ji Xinzhe Zheng Jiawei Sun Renqi Chen Wei Gao Mani Srivastava AI4MH 27 2 0 16 Sep 2024
Using Self-supervised Learning Can Improve Model Fairness Sofia Yfantidou Dimitris Spathis Marios Constantinides Athena Vakali Daniele Quercia F. Kawsar 46 4 0 04 Jun 2024
Illuminating the Unseen: Investigating the Context-induced Harms in Behavioral Sensing Han Zhang V. D. Swain Leijie Wang Nan Gao Yilun Sheng Xuhai Xu Flora D. Salim Koustuv Saha A. Dey Jennifer Mankoff 20 0 0 23 Apr 2024
PupilSense: Detection of Depressive Episodes Through Pupillary Response in the Wild Rahul Islam Sang Won Bae 28 4 0 22 Apr 2024
Unmasking the Nuances of Loneliness: Using Digital Biomarkers to Understand Social and Emotional Loneliness in College Students M. Qirtas E. Zafeiridi Dirk Pesch Eleanor Bantry-White 27 0 0 02 Apr 2024
SeSaMe: A Framework to Simulate Self-Reported Ground Truth for Mental Health Sensing Studies Akshat Choube V. D. Swain Varun Mishra 45 1 0 25 Mar 2024
Time2Stop: Adaptive and Explainable Human-AI Loop for Smartphone Overuse Intervention Adiba Orzikulova Han Xiao Zhipeng Li Yukang Yan Yuntao wang Yuanchun Shi Marzyeh Ghassemi Sung-Ju Lee A. Dey XuhaiOrsonXu 21 17 0 03 Mar 2024
Evolving AI for Wellness: Dynamic and Personalized Real-time Loneliness Detection Using Passive Sensing M. Qirtas E. Zafeiridi Eleanor Bantry-White Dirk Pesch 8 0 0 08 Feb 2024
Phase-driven Domain Generalizable Learning for Nonstationary Time Series Payal Mohapatra Lixu Wang Qi Zhu AI4TS 22 2 0 05 Feb 2024
Health-LLM: Large Language Models for Health Prediction via Wearable Sensor Data Y. Kim X. Xu Daniel J. McDuff C. Breazeal Hae Won Park AI4MH LM&MA 29 59 0 12 Jan 2024
From Classification to Clinical Insights: Towards Analyzing and Reasoning About Mobile and Behavioral Health Data With Large Language Models Zachary Englhardt Chengqian Ma Margaret E. Morris X. Xu Chun-Cheng Chang Lianhui Qin Daniel J. McDuff Xin Liu Shwetak N. Patel Vikram Iyer AI4MH 30 11 0 21 Nov 2023
ZzzGPT: An Interactive GPT Approach to Enhance Sleep Quality Yonchanok Khaokaew Kaixin Ji Thuc Hanh Nguyen H. Kegalle Marwah Alaofi Hao Xue Flora D. Salim 11 0 0 24 Oct 2023
MindShift: Leveraging Large Language Models for Mental-States-Based Problematic Smartphone Use Intervention Paraskevi Nousi Chun Yu Xiaole Pan Yujia Liu Theodoros Manousis ... Zhi Zheng Li Chen Avraam Tsantekidis Xuhai Xu Yuanchun Shi 9 21 0 28 Sep 2023
Talk2Care: Facilitating Asynchronous Patient-Provider Communication with Large-Language-Model Ziqi Yang Xuhai Xu Bingsheng Yao Shao Zhang Ethan Rogers Stephen Intille N. Shara G. Gao Dakuo Wang LM&MA AI4MH 19 4 0 17 Sep 2023
Rethinking Human-AI Collaboration in Complex Medical Decision Making: A Case Study in Sepsis Diagnosis Shao Zhang Jianing Yu Xuhai Xu Changchang Yin Yuxuan Lu ... Melanie Tory Lace M. Padilla Jeffrey Caterino Ping Zhang Dakuo Wang 16 40 0 17 Sep 2023
A Framework for Designing Fair Ubiquitous Computing Systems Han Zhang Leijie Wang Yilun Sheng Xuhai Xu Jennifer Mankoff A. Dey 27 9 0 17 Aug 2023
Mental-LLM: Leveraging Large Language Models for Mental Health Prediction via Online Text Data Xuhai Xu Bingsheng Yao Yu Dong Saadia Gabriel Hongfeng Yu James A. Hendler Marzyeh Ghassemi A. Dey Dakuo Wang LM&MA CLL AI4MH 30 64 0 26 Jul 2023